Pith Number

pith:WHOB6LRJ

pith:2024:WHOB6LRJZGXC3L574INSHJJQ4J

not attested not anchored not stored refs pending

A General Framework for Clustering and Distribution Matching with Bandit Feedback

Jonathan Scarlett, Recep Can Yavas, Vincent Y. F. Tan, Yuqi Huang

arxiv:2409.05072 v2 · 2024-09-08 · cs.LG · cs.IT · math.IT · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHOB6LRJZGXC3L574INSHJJQ4J}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Fixed-Budget Change Point Identification in Piecewise Constant Bandits

Receipt and verification

First computed	2026-07-05T10:12:19.631043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1dc1f2e29c9ae2dafbfe21b23a530e25891e77a7bfc24d42bfaf726a7bde100

Aliases

arxiv: 2409.05072 · arxiv_version: 2409.05072v2 · doi: 10.48550/arxiv.2409.05072 · pith_short_12: WHOB6LRJZGXC · pith_short_16: WHOB6LRJZGXC3L57 · pith_short_8: WHOB6LRJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/WHOB6LRJZGXC3L574INSHJJQ4J \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b1dc1f2e29c9ae2dafbfe21b23a530e25891e77a7bfc24d42bfaf726a7bde100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72754499f4ee391b45a85e64bb96b4e27dc7f4cc9debbfa76bc930d539358a02",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-08T12:19:12Z",
    "title_canon_sha256": "f0fac13ba7c87eebd0ec30df55c540b59b3a986af04040cc76846d9acbdcbc0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05072",
    "kind": "arxiv",
    "version": 2
  }
}